Literature DB >> 26643075

Real-Time Management of Multimodal Streaming Data for Monitoring of Epileptic Patients.

Dimitrios Triantafyllopoulos1, Panagiotis Korvesis1, Iosif Mporas2, Vasileios Megalooikonomou1.   

Abstract

New generation of healthcare is represented by wearable health monitoring systems, which provide real-time monitoring of patient's physiological parameters. It is expected that continuous ambulatory monitoring of vital signals will improve treatment of patients and enable proactive personal health management. In this paper, we present the implementation of a multimodal real-time system for epilepsy management. The proposed methodology is based on a data streaming architecture and efficient management of a big flow of physiological parameters. The performance of this architecture is examined for varying spatial resolution of the recorded data.

Entities:  

Keywords:  Data streaming; Multimodal health data; Online processing

Mesh:

Year:  2015        PMID: 26643075     DOI: 10.1007/s10916-015-0403-3

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  17 in total

1.  Neural networks with periodogram and autoregressive spectral analysis methods in detection of epileptic seizure.

Authors:  M Kemal Kiymik; Abdulhamit Subasi; H Riza Ozcalik
Journal:  J Med Syst       Date:  2004-12       Impact factor: 4.460

Review 2.  Potential and challenges of body area networks for cardiac monitoring.

Authors:  Bert Gyselinckx; Julien Penders; Ruud Vullers
Journal:  J Electrocardiol       Date:  2007 Nov-Dec       Impact factor: 1.438

Review 3.  Advanced wearable health systems and applications.

Authors:  Andreas Lymberis; André Dittmar
Journal:  IEEE Eng Med Biol Mag       Date:  2007 May-Jun

4.  The MyHeart project--fighting cardiovascular diseases by prevention and early diagnosis.

Authors:  Joerg Habetha
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2006

5.  EDI and ERP: a real-time framework for healthcare data exchange.

Authors:  Joseph M Woodside
Journal:  J Med Syst       Date:  2007-06       Impact factor: 4.460

6.  An optimized compression algorithm for real-time ECG data transmission in wireless network of medical information systems.

Authors:  Gyoun-Yon Cho; Seo-Joon Lee; Tae-Ro Lee
Journal:  J Med Syst       Date:  2014-12-04       Impact factor: 4.460

7.  Comparison of AR and Welch methods in epileptic seizure detection.

Authors:  Ahmet Alkan; M Kemal Kiymik
Journal:  J Med Syst       Date:  2006-12       Impact factor: 4.460

8.  Prognosis-a wearable health-monitoring system for people at risk: methodology and modeling.

Authors:  Alexandros Pantelopoulos; Nikolaos G Bourbakis
Journal:  IEEE Trans Inf Technol Biomed       Date:  2010-01-29

9.  Real-time analysis of physiological data to support medical applications.

Authors:  Daniele Apiletti; Elena Baralis; Giulia Bruno; Tania Cerquitelli
Journal:  IEEE Trans Inf Technol Biomed       Date:  2009-01-20

10.  Advances in wearable technology and applications in physical medicine and rehabilitation.

Authors:  Paolo Bonato
Journal:  J Neuroeng Rehabil       Date:  2005-02-25       Impact factor: 4.262

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